Dataset statistics
| Number of variables | 33 |
|---|---|
| Number of observations | 130064 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1575 |
| Duplicate rows (%) | 1.2% |
| Total size in memory | 32.7 MiB |
| Average record size in memory | 264.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 21 |
| Dataset has 1575 (1.2%) duplicate rows | Duplicates |
lat has a high cardinality: 54505 distinct values | High cardinality |
long has a high cardinality: 55046 distinct values | High cardinality |
Num_Acc is highly correlated with id_vehicule | High correlation |
id_vehicule is highly correlated with Num_Acc | High correlation |
agg is highly correlated with catr and 1 other fields | High correlation |
catr is highly correlated with agg and 1 other fields | High correlation |
vma is highly correlated with agg and 1 other fields | High correlation |
Num_Acc is highly correlated with id_vehicule | High correlation |
id_vehicule is highly correlated with Num_Acc | High correlation |
agg is highly correlated with catr and 1 other fields | High correlation |
atm is highly correlated with surf | High correlation |
catr is highly correlated with agg and 1 other fields | High correlation |
surf is highly correlated with atm | High correlation |
vma is highly correlated with agg and 1 other fields | High correlation |
Num_Acc is highly correlated with id_vehicule | High correlation |
id_vehicule is highly correlated with Num_Acc | High correlation |
agg is highly correlated with catr and 1 other fields | High correlation |
atm is highly correlated with surf | High correlation |
catr is highly correlated with agg and 1 other fields | High correlation |
surf is highly correlated with atm | High correlation |
vma is highly correlated with agg and 1 other fields | High correlation |
obs is highly correlated with obsm | High correlation |
vma is highly correlated with catr and 3 other fields | High correlation |
num_veh is highly correlated with col | High correlation |
atm is highly correlated with surf | High correlation |
surf is highly correlated with atm | High correlation |
id_vehicule is highly correlated with Num_Acc | High correlation |
catr is highly correlated with vma and 2 other fields | High correlation |
Num_Acc is highly correlated with id_vehicule | High correlation |
circ is highly correlated with vma and 2 other fields | High correlation |
place is highly correlated with obsm and 1 other fields | High correlation |
obsm is highly correlated with obs and 2 other fields | High correlation |
catv is highly correlated with secu1 | High correlation |
agg is highly correlated with vma and 2 other fields | High correlation |
col is highly correlated with num_veh and 1 other fields | High correlation |
secu1 is highly correlated with catv and 1 other fields | High correlation |
catu is highly correlated with place and 1 other fields | High correlation |
lum is highly correlated with agg | High correlation |
nbv is highly correlated with vma and 1 other fields | High correlation |
obs is highly correlated with obsm | High correlation |
place is highly correlated with catu | High correlation |
obsm is highly correlated with obs | High correlation |
catu is highly correlated with place | High correlation |
lat is uniformly distributed | Uniform |
long is uniformly distributed | Uniform |
nbv has 3427 (2.6%) zeros | Zeros |
infra has 108372 (83.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-07-24 07:52:23.142249 |
|---|---|
| Analysis finished | 2021-07-24 07:54:30.961332 |
| Duration | 2 minutes and 7.82 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 57586 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.019000295 × 1011 |
| Minimum | 2.019 × 1011 |
|---|---|
| Maximum | 2.019000588 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 2.019 × 1011 |
|---|---|
| 5-th percentile | 2.01900003 × 1011 |
| Q1 | 2.019000148 × 1011 |
| median | 2.019000294 × 1011 |
| Q3 | 2.019000443 × 1011 |
| 95-th percentile | 2.019000559 × 1011 |
| Maximum | 2.019000588 × 1011 |
| Range | 58839 |
| Interquartile range (IQR) | 29467.5 |
Descriptive statistics
| Standard deviation | 16984.02483 |
|---|---|
| Coefficient of variation (CV) | 8.41209626 × 10-8 |
| Kurtosis | -1.20187369 |
| Mean | 2.019000295 × 1011 |
| Median Absolute Deviation (MAD) | 14740 |
| Skewness | -0.0006488678133 |
| Sum | 2.625992543 × 1016 |
| Variance | 288457099.4 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2.019000296 × 1011 | 30 | < 0.1% |
| 2.019000497 × 1011 | 28 | < 0.1% |
| 2.019000271 × 1011 | 25 | < 0.1% |
| 2.019000576 × 1011 | 24 | < 0.1% |
| 2.019000522 × 1011 | 24 | < 0.1% |
| 2.019000546 × 1011 | 24 | < 0.1% |
| 2.019000414 × 1011 | 23 | < 0.1% |
| 2.019000499 × 1011 | 22 | < 0.1% |
| 2.019000429 × 1011 | 21 | < 0.1% |
| 2.019000216 × 1011 | 19 | < 0.1% |
| Other values (57576) | 129824 |
| Value | Count | Frequency (%) |
| 2.019 × 1011 | 3 | |
| 2.019 × 1011 | 1 | < 0.1% |
| 2.019 × 1011 | 4 | |
| 2.019 × 1011 | 4 | |
| 2.019 × 1011 | 3 | |
| 2.019 × 1011 | 2 | |
| 2.019 × 1011 | 2 | |
| 2.019 × 1011 | 1 | < 0.1% |
| 2.019 × 1011 | 3 | |
| 2.019 × 1011 | 2 |
| Value | Count | Frequency (%) |
| 2.019000588 × 1011 | 2 | |
| 2.019000588 × 1011 | 1 | < 0.1% |
| 2.019000588 × 1011 | 1 | < 0.1% |
| 2.019000588 × 1011 | 3 | |
| 2.019000588 × 1011 | 3 | |
| 2.019000588 × 1011 | 4 | |
| 2.019000588 × 1011 | 4 | |
| 2.019000588 × 1011 | 1 | < 0.1% |
| 2.019000588 × 1011 | 1 | < 0.1% |
| 2.019000588 × 1011 | 1 | < 0.1% |
| Distinct | 96650 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138250880.3 |
| Minimum | 137982129 |
|---|---|
| Maximum | 138306525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 137982129 |
|---|---|
| 5-th percentile | 138200945 |
| Q1 | 138222930.8 |
| median | 138250979.5 |
| Q3 | 138278784.2 |
| 95-th percentile | 138300862.8 |
| Maximum | 138306525 |
| Range | 324396 |
| Interquartile range (IQR) | 55853.5 |
Descriptive statistics
| Standard deviation | 32349.08443 |
|---|---|
| Coefficient of variation (CV) | 0.0002339882708 |
| Kurtosis | -0.306917938 |
| Mean | 138250880.3 |
| Median Absolute Deviation (MAD) | 27939 |
| Skewness | -0.1088231655 |
| Sum | 1.79814625 × 1013 |
| Variance | 1046463263 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 138250566 | 30 | < 0.1% |
| 138212691 | 28 | < 0.1% |
| 138255393 | 25 | < 0.1% |
| 138212361 | 21 | < 0.1% |
| 138225436 | 20 | < 0.1% |
| 138266054 | 19 | < 0.1% |
| 138273542 | 18 | < 0.1% |
| 138220007 | 18 | < 0.1% |
| 138254819 | 18 | < 0.1% |
| 138232653 | 17 | < 0.1% |
| Other values (96640) | 129850 |
| Value | Count | Frequency (%) |
| 137982129 | 1 | < 0.1% |
| 137982130 | 1 | < 0.1% |
| 137982131 | 1 | < 0.1% |
| 137982132 | 1 | < 0.1% |
| 137982133 | 1 | < 0.1% |
| 137982134 | 1 | < 0.1% |
| 137982135 | 1 | < 0.1% |
| 137982136 | 1 | < 0.1% |
| 137982137 | 2 | |
| 137982138 | 3 |
| Value | Count | Frequency (%) |
| 138306525 | 1 | |
| 138306524 | 2 | |
| 138306523 | 1 | |
| 138306522 | 1 | |
| 138306521 | 1 | |
| 138306520 | 2 | |
| 138306519 | 1 | |
| 138306518 | 2 | |
| 138306517 | 1 | |
| 138306516 | 2 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| A01 | |
|---|---|
| B01 | |
| C01 | 5328 |
| D01 | 1126 |
| Z01 | 793 |
| Other values (24) | 590 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.000038443 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390197 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | B01 |
|---|---|
| 2nd row | B01 |
| 3rd row | A01 |
| 4th row | A01 |
| 5th row | A01 |
Common Values
| Value | Count | Frequency (%) |
| A01 | 78630 | |
| B01 | 43597 | |
| C01 | 5328 | 4.1% |
| D01 | 1126 | 0.9% |
| Z01 | 793 | 0.6% |
| E01 | 272 | 0.2% |
| F01 | 101 | 0.1% |
| Y01 | 61 | < 0.1% |
| G01 | 42 | < 0.1% |
| H01 | 20 | < 0.1% |
| Other values (19) | 94 | 0.1% |
Length
| Value | Count | Frequency (%) |
| a01 | 78630 | |
| b01 | 43597 | |
| c01 | 5328 | 4.1% |
| d01 | 1126 | 0.9% |
| z01 | 793 | 0.6% |
| e01 | 272 | 0.2% |
| f01 | 101 | 0.1% |
| y01 | 61 | < 0.1% |
| g01 | 42 | < 0.1% |
| h01 | 20 | < 0.1% |
| Other values (19) | 94 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 130064 | |
| A | 78632 | |
| B | 43599 | 11.2% |
| C | 5329 | 1.4% |
| D | 1126 | 0.3% |
| Z | 793 | 0.2% |
| E | 272 | 0.1% |
| F | 102 | < 0.1% |
| Y | 61 | < 0.1% |
| Other values (17) | 155 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Uppercase Letter | 130068 | |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 78632 | |
| B | 43599 | |
| C | 5329 | 4.1% |
| D | 1126 | 0.9% |
| Z | 793 | 0.6% |
| E | 272 | 0.2% |
| F | 102 | 0.1% |
| Y | 61 | < 0.1% |
| G | 42 | < 0.1% |
| H | 20 | < 0.1% |
| Other values (14) | 92 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 130064 |
Other Punctuation
| Value | Count | Frequency (%) |
| \ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 260129 | |
| Latin | 130068 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 78632 | |
| B | 43599 | |
| C | 5329 | 4.1% |
| D | 1126 | 0.9% |
| Z | 793 | 0.6% |
| E | 272 | 0.2% |
| F | 102 | 0.1% |
| Y | 61 | < 0.1% |
| G | 42 | < 0.1% |
| H | 20 | < 0.1% |
| Other values (14) | 92 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 130064 | |
| \ | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390197 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 130064 | |
| A | 78632 | |
| B | 43599 | 11.2% |
| C | 5329 | 1.4% |
| D | 1126 | 0.3% |
| Z | 793 | 0.2% |
| E | 272 | 0.1% |
| F | 102 | < 0.1% |
| Y | 61 | < 0.1% |
| Other values (17) | 155 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 10 | |
| Other | 9089 |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.362398512 |
| Min length | 1 |
Characters and Unicode
| Total characters | 177199 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 94966 | |
| 2 | 15230 | 11.7% |
| 10 | 10779 | 8.3% |
| Other | 9089 | 7.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 94966 | |
| 2 | 15230 | 11.7% |
| 10 | 10779 | 8.3% |
| other | 9089 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 105745 | |
| 2 | 15230 | 8.6% |
| 0 | 10779 | 6.1% |
| O | 9089 | 5.1% |
| t | 9089 | 5.1% |
| h | 9089 | 5.1% |
| e | 9089 | 5.1% |
| r | 9089 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 131754 | |
| Lowercase Letter | 36356 | 20.5% |
| Uppercase Letter | 9089 | 5.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 9089 | |
| h | 9089 | |
| e | 9089 | |
| r | 9089 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 105745 | |
| 2 | 15230 | 11.6% |
| 0 | 10779 | 8.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 9089 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 131754 | |
| Latin | 45445 | 25.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 9089 | |
| t | 9089 | |
| h | 9089 | |
| e | 9089 | |
| r | 9089 |
Common
| Value | Count | Frequency (%) |
| 1 | 105745 | |
| 2 | 15230 | 11.6% |
| 0 | 10779 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 177199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 105745 | |
| 2 | 15230 | 8.6% |
| 0 | 10779 | 6.1% |
| O | 9089 | 5.1% |
| t | 9089 | 5.1% |
| h | 9089 | 5.1% |
| e | 9089 | 5.1% |
| r | 9089 | 5.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 130064 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 95381 | |
| 2 | 23904 | 18.4% |
| 3 | 10779 | 8.3% |
grav
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1 | |
|---|---|
| 4 | |
| 3 | |
| 2 | 3448 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 130064 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 4 |
| 3rd row | 1 |
| 4th row | 4 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 54057 | |
| 4 | 52062 | |
| 3 | 20497 | 15.8% |
| 2 | 3448 | 2.7% |
sexe
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 130064 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 88398 | |
| 2 | 41666 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 8.0 | |
| 0.0 | 6719 |
| Other | 1452 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.02232747 |
| Min length | 3 |
Characters and Unicode
| Total characters | 393096 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 79141 | |
| 2.0 | 23929 | 18.4% |
| 8.0 | 18823 | 14.5% |
| 0.0 | 6719 | 5.2% |
| Other | 1452 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 79141 | |
| 2.0 | 23929 | 18.4% |
| 8.0 | 18823 | 14.5% |
| 0.0 | 6719 | 5.2% |
| other | 1452 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 135331 | |
| . | 128612 | |
| 1 | 79141 | |
| 2 | 23929 | 6.1% |
| 8 | 18823 | 4.8% |
| O | 1452 | 0.4% |
| t | 1452 | 0.4% |
| h | 1452 | 0.4% |
| e | 1452 | 0.4% |
| r | 1452 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 257224 | |
| Other Punctuation | 128612 | |
| Lowercase Letter | 5808 | 1.5% |
| Uppercase Letter | 1452 | 0.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 135331 | |
| 1 | 79141 | |
| 2 | 23929 | 9.3% |
| 8 | 18823 | 7.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1452 | |
| h | 1452 | |
| e | 1452 | |
| r | 1452 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 128612 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1452 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 385836 | |
| Latin | 7260 | 1.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 135331 | |
| . | 128612 | |
| 1 | 79141 | |
| 2 | 23929 | 6.2% |
| 8 | 18823 | 4.9% |
Latin
| Value | Count | Frequency (%) |
| O | 1452 | |
| t | 1452 | |
| h | 1452 | |
| e | 1452 | |
| r | 1452 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 393096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 135331 | |
| . | 128612 | |
| 1 | 79141 | |
| 2 | 23929 | 6.1% |
| 8 | 18823 | 4.8% |
| O | 1452 | 0.4% |
| t | 1452 | 0.4% |
| h | 1452 | 0.4% |
| e | 1452 | 0.4% |
| r | 1452 | 0.4% |
senc
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390192 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 57832 | |
| 2.0 | 43681 | |
| 3.0 | 19210 | 14.8% |
| 0.0 | 9341 | 7.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 57832 | |
| 2.0 | 43681 | |
| 3.0 | 19210 | 14.8% |
| 0.0 | 9341 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 139405 | |
| . | 130064 | |
| 1 | 57832 | |
| 2 | 43681 | 11.2% |
| 3 | 19210 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Other Punctuation | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 139405 | |
| 1 | 57832 | |
| 2 | 43681 | 16.8% |
| 3 | 19210 | 7.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 130064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 390192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 139405 | |
| . | 130064 | |
| 1 | 57832 | |
| 2 | 43681 | 11.2% |
| 3 | 19210 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 139405 | |
| . | 130064 | |
| 1 | 57832 | |
| 2 | 43681 | 11.2% |
| 3 | 19210 | 4.9% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 7 | |
|---|---|
| Other | |
| 33 | |
| 10 |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 2.024803174 |
| Min length | 1 |
Characters and Unicode
| Total characters | 263354 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7 |
|---|---|
| 2nd row | 7 |
| 3rd row | Other |
| 4th row | 7 |
| 5th row | 7 |
Common Values
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| Other | 28906 | 22.2% |
| 33 | 9090 | 7.0% |
| 10 | 8576 | 6.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| other | 28906 | 22.2% |
| 33 | 9090 | 7.0% |
| 10 | 8576 | 6.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| O | 28906 | 11.0% |
| t | 28906 | 11.0% |
| h | 28906 | 11.0% |
| e | 28906 | 11.0% |
| r | 28906 | 11.0% |
| 3 | 18180 | 6.9% |
| 1 | 8576 | 3.3% |
| 0 | 8576 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 118824 | |
| Lowercase Letter | 115624 | |
| Uppercase Letter | 28906 | 11.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| 3 | 18180 | 15.3% |
| 1 | 8576 | 7.2% |
| 0 | 8576 | 7.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 28906 | |
| h | 28906 | |
| e | 28906 | |
| r | 28906 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 28906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 144530 | |
| Common | 118824 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 28906 | |
| t | 28906 | |
| h | 28906 | |
| e | 28906 | |
| r | 28906 |
Common
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| 3 | 18180 | 15.3% |
| 1 | 8576 | 7.2% |
| 0 | 8576 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 263354 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 83492 | |
| O | 28906 | 11.0% |
| t | 28906 | 11.0% |
| h | 28906 | 11.0% |
| e | 28906 | 11.0% |
| r | 28906 | 11.0% |
| 3 | 18180 | 6.9% |
| 1 | 8576 | 3.3% |
| 0 | 8576 | 3.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 0.0 | |
|---|---|
| Other |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.319796408 |
| Min length | 3 |
Characters and Unicode
| Total characters | 431786 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | Other |
| 4th row | Other |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 109267 | |
| Other | 20797 | 16.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 109267 | |
| other | 20797 | 16.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 218534 | |
| . | 109267 | |
| O | 20797 | 4.8% |
| t | 20797 | 4.8% |
| h | 20797 | 4.8% |
| e | 20797 | 4.8% |
| r | 20797 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 218534 | |
| Other Punctuation | 109267 | |
| Lowercase Letter | 83188 | 19.3% |
| Uppercase Letter | 20797 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 20797 | |
| h | 20797 | |
| e | 20797 | |
| r | 20797 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 218534 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 109267 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 20797 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 327801 | |
| Latin | 103985 | 24.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 20797 | |
| t | 20797 | |
| h | 20797 | |
| e | 20797 | |
| r | 20797 |
Common
| Value | Count | Frequency (%) |
| 0 | 218534 | |
| . | 109267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 431786 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 218534 | |
| . | 109267 | |
| O | 20797 | 4.8% |
| t | 20797 | 4.8% |
| h | 20797 | 4.8% |
| e | 20797 | 4.8% |
| r | 20797 | 4.8% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 2.0 | |
|---|---|
| 0.0 | |
| 1.0 | |
| Other | 1949 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.029969861 |
| Min length | 3 |
Characters and Unicode
| Total characters | 394090 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 83443 | |
| 0.0 | 24752 | 19.0% |
| 1.0 | 19920 | 15.3% |
| Other | 1949 | 1.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 83443 | |
| 0.0 | 24752 | 19.0% |
| 1.0 | 19920 | 15.3% |
| other | 1949 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 152867 | |
| . | 128115 | |
| 2 | 83443 | |
| 1 | 19920 | 5.1% |
| O | 1949 | 0.5% |
| t | 1949 | 0.5% |
| h | 1949 | 0.5% |
| e | 1949 | 0.5% |
| r | 1949 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 256230 | |
| Other Punctuation | 128115 | |
| Lowercase Letter | 7796 | 2.0% |
| Uppercase Letter | 1949 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1949 | |
| h | 1949 | |
| e | 1949 | |
| r | 1949 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 152867 | |
| 2 | 83443 | |
| 1 | 19920 | 7.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 128115 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 1949 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 384345 | |
| Latin | 9745 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 1949 | |
| t | 1949 | |
| h | 1949 | |
| e | 1949 | |
| r | 1949 |
Common
| Value | Count | Frequency (%) |
| 0 | 152867 | |
| . | 128115 | |
| 2 | 83443 | |
| 1 | 19920 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 394090 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 152867 | |
| . | 128115 | |
| 2 | 83443 | |
| 1 | 19920 | 5.1% |
| O | 1949 | 0.5% |
| t | 1949 | 0.5% |
| h | 1949 | 0.5% |
| e | 1949 | 0.5% |
| r | 1949 | 0.5% |
choc
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| Other | |
| 3.0 | |
| 2.0 | |
| 4.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.507503998 |
| Min length | 3 |
Characters and Unicode
| Total characters | 456200 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 47042 | |
| Other | 33004 | |
| 3.0 | 19767 | |
| 2.0 | 16899 | 13.0% |
| 4.0 | 13352 | 10.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 47042 | |
| other | 33004 | |
| 3.0 | 19767 | |
| 2.0 | 16899 | 13.0% |
| 4.0 | 13352 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 97060 | |
| 0 | 97060 | |
| 1 | 47042 | |
| O | 33004 | 7.2% |
| t | 33004 | 7.2% |
| h | 33004 | 7.2% |
| e | 33004 | 7.2% |
| r | 33004 | 7.2% |
| 3 | 19767 | 4.3% |
| 2 | 16899 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 194120 | |
| Lowercase Letter | 132016 | |
| Other Punctuation | 97060 | |
| Uppercase Letter | 33004 | 7.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 97060 | |
| 1 | 47042 | |
| 3 | 19767 | 10.2% |
| 2 | 16899 | 8.7% |
| 4 | 13352 | 6.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 33004 | |
| h | 33004 | |
| e | 33004 | |
| r | 33004 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 33004 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 97060 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 291180 | |
| Latin | 165020 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 97060 | |
| 0 | 97060 | |
| 1 | 47042 | |
| 3 | 19767 | 6.8% |
| 2 | 16899 | 5.8% |
| 4 | 13352 | 4.6% |
Latin
| Value | Count | Frequency (%) |
| O | 33004 | |
| t | 33004 | |
| h | 33004 | |
| e | 33004 | |
| r | 33004 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 456200 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 97060 | |
| 0 | 97060 | |
| 1 | 47042 | |
| O | 33004 | 7.2% |
| t | 33004 | 7.2% |
| h | 33004 | 7.2% |
| e | 33004 | 7.2% |
| r | 33004 | 7.2% |
| 3 | 19767 | 4.3% |
| 2 | 16899 | 3.7% |
manv
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| Other | |
| 2.0 | |
| 15.0 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.857600873 |
| Min length | 3 |
Characters and Unicode
| Total characters | 501735 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | Other |
| 4th row | Other |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 54636 | |
| Other | 50681 | |
| 2.0 | 14566 | 11.2% |
| 15.0 | 10181 | 7.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 54636 | |
| other | 50681 | |
| 2.0 | 14566 | 11.2% |
| 15.0 | 10181 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 79383 | |
| 0 | 79383 | |
| 1 | 64817 | |
| O | 50681 | |
| t | 50681 | |
| h | 50681 | |
| e | 50681 | |
| r | 50681 | |
| 2 | 14566 | 2.9% |
| 5 | 10181 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 202724 | |
| Decimal Number | 168947 | |
| Other Punctuation | 79383 | 15.8% |
| Uppercase Letter | 50681 | 10.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 50681 | |
| h | 50681 | |
| e | 50681 | |
| r | 50681 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 79383 | |
| 1 | 64817 | |
| 2 | 14566 | 8.6% |
| 5 | 10181 | 6.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 50681 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 79383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 253405 | |
| Common | 248330 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 50681 | |
| t | 50681 | |
| h | 50681 | |
| e | 50681 | |
| r | 50681 |
Common
| Value | Count | Frequency (%) |
| . | 79383 | |
| 0 | 79383 | |
| 1 | 64817 | |
| 2 | 14566 | 5.9% |
| 5 | 10181 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 501735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 79383 | |
| 0 | 79383 | |
| 1 | 64817 | |
| O | 50681 | |
| t | 50681 | |
| h | 50681 | |
| e | 50681 | |
| r | 50681 | |
| 2 | 14566 | 2.9% |
| 5 | 10181 | 2.0% |
mois
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.683917148 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.381499601 |
|---|---|
| Coefficient of variation (CV) | 0.5059158464 |
| Kurtosis | -1.158325996 |
| Mean | 6.683917148 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.06476184856 |
| Sum | 869337 |
| Variance | 11.43453955 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 12282 | |
| 6 | 12183 | |
| 10 | 11762 | |
| 9 | 11602 | |
| 12 | 11132 | |
| 11 | 10826 | |
| 5 | 10639 | |
| 3 | 10317 | |
| 8 | 10313 | |
| 4 | 10150 | |
| Other values (2) | 18858 |
| Value | Count | Frequency (%) |
| 1 | 9409 | |
| 2 | 9449 | |
| 3 | 10317 | |
| 4 | 10150 | |
| 5 | 10639 | |
| 6 | 12183 | |
| 7 | 12282 | |
| 8 | 10313 | |
| 9 | 11602 | |
| 10 | 11762 |
| Value | Count | Frequency (%) |
| 12 | 11132 | |
| 11 | 10826 | |
| 10 | 11762 | |
| 9 | 11602 | |
| 8 | 10313 | |
| 7 | 12282 | |
| 6 | 12183 | |
| 5 | 10639 | |
| 4 | 10150 | |
| 3 | 10317 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1 | |
|---|---|
| 5 | |
| 3 | |
| Other |
Length
| Max length | 5 |
|---|---|
| Median length | 1 |
| Mean length | 1.285459466 |
| Min length | 1 |
Characters and Unicode
| Total characters | 167192 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Other |
|---|---|
| 2nd row | Other |
| 3rd row | Other |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 15.8% |
| 3 | 13524 | 10.4% |
| Other | 9282 | 7.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 15.8% |
| 3 | 13524 | 10.4% |
| other | 9282 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 12.3% |
| 3 | 13524 | 8.1% |
| O | 9282 | 5.6% |
| t | 9282 | 5.6% |
| h | 9282 | 5.6% |
| e | 9282 | 5.6% |
| r | 9282 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 120782 | |
| Lowercase Letter | 37128 | 22.2% |
| Uppercase Letter | 9282 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 9282 | |
| h | 9282 | |
| e | 9282 | |
| r | 9282 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 17.0% |
| 3 | 13524 | 11.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 9282 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 120782 | |
| Latin | 46410 | 27.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| O | 9282 | |
| t | 9282 | |
| h | 9282 | |
| e | 9282 | |
| r | 9282 |
Common
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 17.0% |
| 3 | 13524 | 11.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 167192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 86683 | |
| 5 | 20575 | 12.3% |
| 3 | 13524 | 8.1% |
| O | 9282 | 5.6% |
| t | 9282 | 5.6% |
| h | 9282 | 5.6% |
| e | 9282 | 5.6% |
| r | 9282 | 5.6% |
dep
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| Other | |
|---|---|
| Ile de france | |
| Paris |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 6.686861853 |
| Min length | 5 |
Characters and Unicode
| Total characters | 869720 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ile de france |
|---|---|
| 2nd row | Ile de france |
| 3rd row | Ile de france |
| 4th row | Ile de france |
| 5th row | Ile de france |
Common Values
| Value | Count | Frequency (%) |
| Other | 91278 | |
| Ile de france | 27425 | 21.1% |
| Paris | 11361 | 8.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| other | 91278 | |
| france | 27425 | 14.8% |
| de | 27425 | 14.8% |
| ile | 27425 | 14.8% |
| paris | 11361 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 173553 | |
| r | 130064 | |
| O | 91278 | |
| t | 91278 | |
| h | 91278 | |
| 54850 | 6.3% | |
| a | 38786 | 4.5% |
| I | 27425 | 3.2% |
| l | 27425 | 3.2% |
| d | 27425 | 3.2% |
| Other values (6) | 116358 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 684806 | |
| Uppercase Letter | 130064 | 15.0% |
| Space Separator | 54850 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 173553 | |
| r | 130064 | |
| t | 91278 | |
| h | 91278 | |
| a | 38786 | 5.7% |
| l | 27425 | 4.0% |
| d | 27425 | 4.0% |
| f | 27425 | 4.0% |
| n | 27425 | 4.0% |
| c | 27425 | 4.0% |
| Other values (2) | 22722 | 3.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 91278 | |
| I | 27425 | 21.1% |
| P | 11361 | 8.7% |
Space Separator
| Value | Count | Frequency (%) |
| 54850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 814870 | |
| Common | 54850 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 173553 | |
| r | 130064 | |
| O | 91278 | |
| t | 91278 | |
| h | 91278 | |
| a | 38786 | 4.8% |
| I | 27425 | 3.4% |
| l | 27425 | 3.4% |
| d | 27425 | 3.4% |
| f | 27425 | 3.4% |
| Other values (5) | 88933 |
Common
| Value | Count | Frequency (%) |
| 54850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 869720 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 173553 | |
| r | 130064 | |
| O | 91278 | |
| t | 91278 | |
| h | 91278 | |
| 54850 | 6.3% | |
| a | 38786 | 4.5% |
| I | 27425 | 3.2% |
| l | 27425 | 3.2% |
| d | 27425 | 3.2% |
| Other values (6) | 116358 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 2 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 130064 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130064 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 130064 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 80534 | |
| 1 | 49530 |
int
Real number (ℝ≥0)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.005166687 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.972474854 |
|---|---|
| Coefficient of variation (CV) | 0.9836962019 |
| Kurtosis | 5.145903927 |
| Mean | 2.005166687 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.409376989 |
| Sum | 260800 |
| Variance | 3.890657051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 85566 | |
| 2 | 16071 | 12.4% |
| 3 | 13382 | 10.3% |
| 9 | 5710 | 4.4% |
| 6 | 4389 | 3.4% |
| 4 | 2743 | 2.1% |
| 7 | 1421 | 1.1% |
| 5 | 651 | 0.5% |
| 8 | 131 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 85566 | |
| 2 | 16071 | 12.4% |
| 3 | 13382 | 10.3% |
| 4 | 2743 | 2.1% |
| 5 | 651 | 0.5% |
| 6 | 4389 | 3.4% |
| 7 | 1421 | 1.1% |
| 8 | 131 | 0.1% |
| 9 | 5710 | 4.4% |
| Value | Count | Frequency (%) |
| 9 | 5710 | 4.4% |
| 8 | 131 | 0.1% |
| 7 | 1421 | 1.1% |
| 6 | 4389 | 3.4% |
| 5 | 651 | 0.5% |
| 4 | 2743 | 2.1% |
| 3 | 13382 | 10.3% |
| 2 | 16071 | 12.4% |
| 1 | 85566 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.612306249 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.669200661 |
|---|---|
| Coefficient of variation (CV) | 1.035287596 |
| Kurtosis | 8.961533638 |
| Mean | 1.612306249 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.167991263 |
| Sum | 209703 |
| Variance | 2.786230847 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 103079 | |
| 2 | 14413 | 11.1% |
| 8 | 4805 | 3.7% |
| 3 | 3159 | 2.4% |
| 7 | 2292 | 1.8% |
| 5 | 720 | 0.6% |
| 9 | 629 | 0.5% |
| 4 | 613 | 0.5% |
| 6 | 354 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 103079 | |
| 2 | 14413 | 11.1% |
| 3 | 3159 | 2.4% |
| 4 | 613 | 0.5% |
| 5 | 720 | 0.6% |
| 6 | 354 | 0.3% |
| 7 | 2292 | 1.8% |
| 8 | 4805 | 3.7% |
| 9 | 629 | 0.5% |
| Value | Count | Frequency (%) |
| 9 | 629 | 0.5% |
| 8 | 4805 | 3.7% |
| 7 | 2292 | 1.8% |
| 6 | 354 | 0.3% |
| 5 | 720 | 0.6% |
| 4 | 613 | 0.5% |
| 3 | 3159 | 2.4% |
| 2 | 14413 | 11.1% |
| 1 | 103079 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.881858162 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.863094927 |
|---|---|
| Coefficient of variation (CV) | 0.4799492534 |
| Kurtosis | -1.283105568 |
| Mean | 3.881858162 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1360574179 |
| Sum | 504890 |
| Variance | 3.471122706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 39449 | |
| 6 | 33711 | |
| 2 | 17649 | |
| 1 | 13785 | 10.6% |
| 4 | 9160 | 7.0% |
| 7 | 8502 | 6.5% |
| 5 | 7808 | 6.0% |
| Value | Count | Frequency (%) |
| 1 | 13785 | 10.6% |
| 2 | 17649 | |
| 3 | 39449 | |
| 4 | 9160 | 7.0% |
| 5 | 7808 | 6.0% |
| 6 | 33711 | |
| 7 | 8502 | 6.5% |
| Value | Count | Frequency (%) |
| 7 | 8502 | 6.5% |
| 6 | 33711 | |
| 5 | 7808 | 6.0% |
| 4 | 9160 | 7.0% |
| 3 | 39449 | |
| 2 | 17649 | |
| 1 | 13785 | 10.6% |
| Distinct | 54505 |
|---|---|
| Distinct (%) | 41.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 48,8100000 | 48 |
|---|---|
| 43,1213200 | 47 |
| 48,7900000 | 45 |
| 48,9100000 | 33 |
| 43,1334900 | 33 |
| Other values (54500) |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 10.04483178 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1306471 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10555 ? |
|---|---|
| Unique (%) | 8.1% |
Sample
| 1st row | 48,8962100 |
|---|---|
| 2nd row | 48,8962100 |
| 3rd row | 48,8962100 |
| 4th row | 48,9307000 |
| 5th row | 48,9358718 |
Common Values
| Value | Count | Frequency (%) |
| 48,8100000 | 48 | < 0.1% |
| 43,1213200 | 47 | < 0.1% |
| 48,7900000 | 45 | < 0.1% |
| 48,9100000 | 33 | < 0.1% |
| 43,1334900 | 33 | < 0.1% |
| 43,1578850 | 30 | < 0.1% |
| 49,8784070 | 28 | < 0.1% |
| 43,1434000 | 28 | < 0.1% |
| 48,8200000 | 28 | < 0.1% |
| 15,9935700 | 25 | < 0.1% |
| Other values (54495) | 129719 |
Length
| Value | Count | Frequency (%) |
| 48,8100000 | 48 | < 0.1% |
| 43,1213200 | 47 | < 0.1% |
| 48,7900000 | 45 | < 0.1% |
| 43,1334900 | 33 | < 0.1% |
| 48,9100000 | 33 | < 0.1% |
| 43,1578850 | 30 | < 0.1% |
| 48,8200000 | 28 | < 0.1% |
| 49,8784070 | 28 | < 0.1% |
| 43,1434000 | 28 | < 0.1% |
| 15,9935700 | 25 | < 0.1% |
| Other values (54495) | 129719 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 249197 | |
| 4 | 198217 | |
| 8 | 138766 | |
| , | 130064 | |
| 3 | 90964 | 7.0% |
| 7 | 88350 | 6.8% |
| 9 | 87001 | 6.7% |
| 5 | 86854 | 6.6% |
| 6 | 81842 | 6.3% |
| 2 | 76568 | 5.9% |
| Other values (3) | 78648 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1169641 | |
| Other Punctuation | 130064 | 10.0% |
| Space Separator | 3383 | 0.3% |
| Dash Punctuation | 3383 | 0.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 249197 | |
| 4 | 198217 | |
| 8 | 138766 | |
| 3 | 90964 | 7.8% |
| 7 | 88350 | 7.6% |
| 9 | 87001 | 7.4% |
| 5 | 86854 | 7.4% |
| 6 | 81842 | 7.0% |
| 2 | 76568 | 6.5% |
| 1 | 71882 | 6.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 130064 |
Space Separator
| Value | Count | Frequency (%) |
| 3383 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3383 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1306471 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 249197 | |
| 4 | 198217 | |
| 8 | 138766 | |
| , | 130064 | |
| 3 | 90964 | 7.0% |
| 7 | 88350 | 6.8% |
| 9 | 87001 | 6.7% |
| 5 | 86854 | 6.6% |
| 6 | 81842 | 6.3% |
| 2 | 76568 | 5.9% |
| Other values (3) | 78648 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1306471 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 249197 | |
| 4 | 198217 | |
| 8 | 138766 | |
| , | 130064 | |
| 3 | 90964 | 7.0% |
| 7 | 88350 | 6.8% |
| 9 | 87001 | 6.7% |
| 5 | 86854 | 6.6% |
| 6 | 81842 | 6.3% |
| 2 | 76568 | 5.9% |
| Other values (3) | 78648 | 6.0% |
| Distinct | 55046 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 5,9533100 | 47 |
|---|---|
| 2,4900000 | 35 |
| 5,9847600 | 33 |
| 2,8563670 | 30 |
| 2,4400000 | 30 |
| Other values (55041) |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.398134764 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1222359 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 10695 ? |
|---|---|
| Unique (%) | 8.2% |
Sample
| 1st row | 2,4701200 |
|---|---|
| 2nd row | 2,4701200 |
| 3rd row | 2,4701200 |
| 4th row | 2,3688000 |
| 5th row | 2,3191744 |
Common Values
| Value | Count | Frequency (%) |
| 5,9533100 | 47 | < 0.1% |
| 2,4900000 | 35 | < 0.1% |
| 5,9847600 | 33 | < 0.1% |
| 2,8563670 | 30 | < 0.1% |
| 2,4400000 | 30 | < 0.1% |
| 2,8373390 | 28 | < 0.1% |
| 6,0142000 | 28 | < 0.1% |
| 2,3467600 | 27 | < 0.1% |
| 5,4000000 | 26 | < 0.1% |
| -61,7250900 | 25 | < 0.1% |
| Other values (55036) | 129755 |
Length
| Value | Count | Frequency (%) |
| 5,9533100 | 47 | < 0.1% |
| 2,4900000 | 35 | < 0.1% |
| 5,9847600 | 33 | < 0.1% |
| 2,8563670 | 30 | < 0.1% |
| 2,4400000 | 30 | < 0.1% |
| 2,8373390 | 28 | < 0.1% |
| 6,0142000 | 28 | < 0.1% |
| 2,3467600 | 27 | < 0.1% |
| 5,4000000 | 26 | < 0.1% |
| 61,7250900 | 25 | < 0.1% |
| Other values (54923) | 129755 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 262385 | |
| , | 130064 | |
| 2 | 122514 | |
| 4 | 95015 | 7.8% |
| 3 | 93663 | 7.7% |
| 5 | 90265 | 7.4% |
| 1 | 89245 | 7.3% |
| 6 | 79920 | 6.5% |
| 7 | 73837 | 6.0% |
| 8 | 72078 | 5.9% |
| Other values (3) | 113373 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1048159 | |
| Other Punctuation | 130064 | 10.6% |
| Space Separator | 22068 | 1.8% |
| Dash Punctuation | 22068 | 1.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 262385 | |
| 2 | 122514 | |
| 4 | 95015 | 9.1% |
| 3 | 93663 | 8.9% |
| 5 | 90265 | 8.6% |
| 1 | 89245 | 8.5% |
| 6 | 79920 | 7.6% |
| 7 | 73837 | 7.0% |
| 8 | 72078 | 6.9% |
| 9 | 69237 | 6.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 130064 |
Space Separator
| Value | Count | Frequency (%) |
| 22068 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22068 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1222359 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 262385 | |
| , | 130064 | |
| 2 | 122514 | |
| 4 | 95015 | 7.8% |
| 3 | 93663 | 7.7% |
| 5 | 90265 | 7.4% |
| 1 | 89245 | 7.3% |
| 6 | 79920 | 6.5% |
| 7 | 73837 | 6.0% |
| 8 | 72078 | 5.9% |
| Other values (3) | 113373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1222359 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 262385 | |
| , | 130064 | |
| 2 | 122514 | |
| 4 | 95015 | 7.8% |
| 3 | 93663 | 7.7% |
| 5 | 90265 | 7.4% |
| 1 | 89245 | 7.3% |
| 6 | 79920 | 6.5% |
| 7 | 73837 | 6.0% |
| 8 | 72078 | 5.9% |
| Other values (3) | 113373 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.257188769 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.277307845 |
|---|---|
| Coefficient of variation (CV) | 0.3921503897 |
| Kurtosis | 3.807024033 |
| Mean | 3.257188769 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7871381834 |
| Sum | 423643 |
| Variance | 1.631515331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 53658 | |
| 3 | 46471 | |
| 1 | 15686 | 12.1% |
| 2 | 9485 | 7.3% |
| 7 | 2895 | 2.2% |
| 9 | 1205 | 0.9% |
| 6 | 512 | 0.4% |
| 5 | 152 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 15686 | 12.1% |
| 2 | 9485 | 7.3% |
| 3 | 46471 | |
| 4 | 53658 | |
| 5 | 152 | 0.1% |
| 6 | 512 | 0.4% |
| 7 | 2895 | 2.2% |
| 9 | 1205 | 0.9% |
| Value | Count | Frequency (%) |
| 9 | 1205 | 0.9% |
| 7 | 2895 | 2.2% |
| 6 | 512 | 0.4% |
| 5 | 152 | 0.1% |
| 4 | 53658 | |
| 3 | 46471 | |
| 2 | 9485 | 7.3% |
| 1 | 15686 | 12.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 | 813 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390192 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 85498 | |
| 1.0 | 22635 | 17.4% |
| 3.0 | 21118 | 16.2% |
| 4.0 | 813 | 0.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2.0 | 85498 | |
| 1.0 | 22635 | 17.4% |
| 3.0 | 21118 | 16.2% |
| 4.0 | 813 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 2 | 85498 | |
| 1 | 22635 | 5.8% |
| 3 | 21118 | 5.4% |
| 4 | 813 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Other Punctuation | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 2 | 85498 | |
| 1 | 22635 | 8.7% |
| 3 | 21118 | 8.1% |
| 4 | 813 | 0.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 130064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 390192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 2 | 85498 | |
| 1 | 22635 | 5.8% |
| 3 | 21118 | 5.4% |
| 4 | 813 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 2 | 85498 | |
| 1 | 22635 | 5.8% |
| 3 | 21118 | 5.4% |
| 4 | 813 | 0.2% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.51410075 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3427 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.446391638 |
|---|---|
| Coefficient of variation (CV) | 0.5753117244 |
| Kurtosis | 6.204542419 |
| Mean | 2.51410075 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.014683938 |
| Sum | 326994 |
| Variance | 2.09204877 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 78082 | |
| 4 | 16816 | 12.9% |
| 1 | 11778 | 9.1% |
| 3 | 10641 | 8.2% |
| 6 | 4017 | 3.1% |
| 0 | 3427 | 2.6% |
| 5 | 2599 | 2.0% |
| 8 | 1326 | 1.0% |
| 7 | 527 | 0.4% |
| 10 | 407 | 0.3% |
| Other values (3) | 444 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 3427 | 2.6% |
| 1 | 11778 | 9.1% |
| 2 | 78082 | |
| 3 | 10641 | 8.2% |
| 4 | 16816 | 12.9% |
| 5 | 2599 | 2.0% |
| 6 | 4017 | 3.1% |
| 7 | 527 | 0.4% |
| 8 | 1326 | 1.0% |
| 9 | 279 | 0.2% |
| Value | Count | Frequency (%) |
| 12 | 75 | 0.1% |
| 11 | 90 | 0.1% |
| 10 | 407 | 0.3% |
| 9 | 279 | 0.2% |
| 8 | 1326 | 1.0% |
| 7 | 527 | 0.4% |
| 6 | 4017 | 3.1% |
| 5 | 2599 | 2.0% |
| 4 | 16816 | |
| 3 | 10641 |
vosp
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 0.0 | |
|---|---|
| 1.0 | 4035 |
| 3.0 | 3762 |
| 2.0 | 1875 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390192 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 120392 | |
| 1.0 | 4035 | 3.1% |
| 3.0 | 3762 | 2.9% |
| 2.0 | 1875 | 1.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 120392 | |
| 1.0 | 4035 | 3.1% |
| 3.0 | 3762 | 2.9% |
| 2.0 | 1875 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 250456 | |
| . | 130064 | |
| 1 | 4035 | 1.0% |
| 3 | 3762 | 1.0% |
| 2 | 1875 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Other Punctuation | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 250456 | |
| 1 | 4035 | 1.6% |
| 3 | 3762 | 1.4% |
| 2 | 1875 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 130064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 390192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 250456 | |
| . | 130064 | |
| 1 | 4035 | 1.0% |
| 3 | 3762 | 1.0% |
| 2 | 1875 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 250456 | |
| . | 130064 | |
| 1 | 4035 | 1.0% |
| 3 | 3762 | 1.0% |
| 2 | 1875 | 0.5% |
prof
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 2312 |
| 4.0 | 2053 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390192 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 4.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 104896 | |
| 2.0 | 20803 | 16.0% |
| 3.0 | 2312 | 1.8% |
| 4.0 | 2053 | 1.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 104896 | |
| 2.0 | 20803 | 16.0% |
| 3.0 | 2312 | 1.8% |
| 4.0 | 2053 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 104896 | |
| 2 | 20803 | 5.3% |
| 3 | 2312 | 0.6% |
| 4 | 2053 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Other Punctuation | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 104896 | |
| 2 | 20803 | 8.0% |
| 3 | 2312 | 0.9% |
| 4 | 2053 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 130064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 390192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 104896 | |
| 2 | 20803 | 5.3% |
| 3 | 2312 | 0.6% |
| 4 | 2053 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 104896 | |
| 2 | 20803 | 5.3% |
| 3 | 2312 | 0.6% |
| 4 | 2053 | 0.5% |
plan
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1016.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 | 1606 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390192 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 106490 | |
| 2.0 | 11069 | 8.5% |
| 3.0 | 10899 | 8.4% |
| 4.0 | 1606 | 1.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 106490 | |
| 2.0 | 11069 | 8.5% |
| 3.0 | 10899 | 8.4% |
| 4.0 | 1606 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 106490 | |
| 2 | 11069 | 2.8% |
| 3 | 10899 | 2.8% |
| 4 | 1606 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 260128 | |
| Other Punctuation | 130064 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 130064 | |
| 1 | 106490 | |
| 2 | 11069 | 4.3% |
| 3 | 10899 | 4.2% |
| 4 | 1606 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 130064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 390192 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 106490 | |
| 2 | 11069 | 2.8% |
| 3 | 10899 | 2.8% |
| 4 | 1606 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390192 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 130064 | |
| 0 | 130064 | |
| 1 | 106490 | |
| 2 | 11069 | 2.8% |
| 3 | 10899 | 2.8% |
| 4 | 1606 | 0.4% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.267652848 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8101430081 |
|---|---|
| Coefficient of variation (CV) | 0.6390890136 |
| Kurtosis | 52.60434636 |
| Mean | 1.267652848 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.489757104 |
| Sum | 164876 |
| Variance | 0.6563316936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 104116 | |
| 2 | 24133 | 18.6% |
| 9 | 604 | 0.5% |
| 7 | 431 | 0.3% |
| 5 | 255 | 0.2% |
| 3 | 228 | 0.2% |
| 8 | 195 | 0.1% |
| 6 | 57 | < 0.1% |
| 4 | 45 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 104116 | |
| 2 | 24133 | 18.6% |
| 3 | 228 | 0.2% |
| 4 | 45 | < 0.1% |
| 5 | 255 | 0.2% |
| 6 | 57 | < 0.1% |
| 7 | 431 | 0.3% |
| 8 | 195 | 0.1% |
| 9 | 604 | 0.5% |
| Value | Count | Frequency (%) |
| 9 | 604 | 0.5% |
| 8 | 195 | 0.1% |
| 7 | 431 | 0.3% |
| 6 | 57 | < 0.1% |
| 5 | 255 | 0.2% |
| 4 | 45 | < 0.1% |
| 3 | 228 | 0.2% |
| 2 | 24133 | 18.6% |
| 1 | 104116 |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8636132981 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 108372 |
| Zeros (%) | 83.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.204630496 |
|---|---|
| Coefficient of variation (CV) | 2.552798227 |
| Kurtosis | 5.753888973 |
| Mean | 0.8636132981 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.607570011 |
| Sum | 112325 |
| Variance | 4.860395626 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 108372 | |
| 5 | 7641 | 5.9% |
| 9 | 4715 | 3.6% |
| 2 | 2651 | 2.0% |
| 3 | 2020 | 1.6% |
| 1 | 1792 | 1.4% |
| 8 | 1124 | 0.9% |
| 6 | 1123 | 0.9% |
| 4 | 527 | 0.4% |
| 7 | 99 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 108372 | |
| 1 | 1792 | 1.4% |
| 2 | 2651 | 2.0% |
| 3 | 2020 | 1.6% |
| 4 | 527 | 0.4% |
| 5 | 7641 | 5.9% |
| 6 | 1123 | 0.9% |
| 7 | 99 | 0.1% |
| 8 | 1124 | 0.9% |
| 9 | 4715 | 3.6% |
| Value | Count | Frequency (%) |
| 9 | 4715 | 3.6% |
| 8 | 1124 | 0.9% |
| 7 | 99 | 0.1% |
| 6 | 1123 | 0.9% |
| 5 | 7641 | 5.9% |
| 4 | 527 | 0.4% |
| 3 | 2020 | 1.6% |
| 2 | 2651 | 2.0% |
| 1 | 1792 | 1.4% |
| 0 | 108372 |
situ
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.327200455 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.117083132 |
|---|---|
| Coefficient of variation (CV) | 0.8416838073 |
| Kurtosis | 19.71290706 |
| Mean | 1.327200455 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.270393668 |
| Sum | 172621 |
| Variance | 1.247874724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 115568 | |
| 3 | 7488 | 5.8% |
| 2 | 2012 | 1.5% |
| 8 | 1959 | 1.5% |
| 4 | 1154 | 0.9% |
| 5 | 1021 | 0.8% |
| 6 | 862 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 115568 | |
| 2 | 2012 | 1.5% |
| 3 | 7488 | 5.8% |
| 4 | 1154 | 0.9% |
| 5 | 1021 | 0.8% |
| 6 | 862 | 0.7% |
| 8 | 1959 | 1.5% |
| Value | Count | Frequency (%) |
| 8 | 1959 | 1.5% |
| 6 | 862 | 0.7% |
| 5 | 1021 | 0.8% |
| 4 | 1154 | 0.9% |
| 3 | 7488 | 5.8% |
| 2 | 2012 | 1.5% |
| 1 | 115568 |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.36531246 |
| Minimum | 10 |
|---|---|
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1016.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 50 |
| median | 50 |
| Q3 | 80 |
| 95-th percentile | 110 |
| Maximum | 130 |
| Range | 120 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 22.26504736 |
|---|---|
| Coefficient of variation (CV) | 0.3570101148 |
| Kurtosis | 1.010881015 |
| Mean | 62.36531246 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.094829439 |
| Sum | 8111482 |
| Variance | 495.7323339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 72535 | |
| 80 | 20206 | 15.5% |
| 70 | 9885 | 7.6% |
| 90 | 8710 | 6.7% |
| 30 | 7965 | 6.1% |
| 110 | 5638 | 4.3% |
| 130 | 3713 | 2.9% |
| 60 | 481 | 0.4% |
| 10 | 343 | 0.3% |
| 20 | 282 | 0.2% |
| Other values (10) | 306 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 343 | 0.3% |
| 12 | 2 | < 0.1% |
| 15 | 61 | < 0.1% |
| 20 | 282 | 0.2% |
| 25 | 19 | < 0.1% |
| 30 | 7965 | |
| 35 | 11 | < 0.1% |
| 40 | 120 | 0.1% |
| 42 | 4 | < 0.1% |
| 45 | 53 | < 0.1% |
| Value | Count | Frequency (%) |
| 130 | 3713 | 2.9% |
| 120 | 2 | < 0.1% |
| 110 | 5638 | 4.3% |
| 100 | 30 | < 0.1% |
| 90 | 8710 | 6.7% |
| 80 | 20206 | 15.5% |
| 70 | 9885 | 7.6% |
| 65 | 4 | < 0.1% |
| 60 | 481 | 0.4% |
| 50 | 72535 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Num_Acc | id_vehicule | num_veh | place | catu | grav | sexe | secu1 | senc | catv | obs | obsm | choc | manv | mois | lum | dep | agg | int | atm | col | lat | long | catr | circ | nbv | vosp | prof | plan | surf | infra | situ | vma | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 201900000001 | 138306524 | B01 | 2 | 2 | 4 | 2 | 1.0 | 2.0 | 7 | 0.0 | 2.0 | Other | Other | 11 | Other | Ile de france | 1 | 1 | 1.0 | 2.0 | 48,8962100 | 2,4701200 | 1 | 3.0 | 10.0 | 0.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 70 |
| 1 | 201900000001 | 138306524 | B01 | 1 | 1 | 4 | 2 | 1.0 | 2.0 | 7 | 0.0 | 2.0 | Other | Other | 11 | Other | Ile de france | 1 | 1 | 1.0 | 2.0 | 48,8962100 | 2,4701200 | 1 | 3.0 | 10.0 | 0.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 70 |
| 2 | 201900000001 | 138306525 | A01 | 1 | 1 | 1 | 1 | 1.0 | 2.0 | Other | Other | 0.0 | 3.0 | Other | 11 | Other | Ile de france | 1 | 1 | 1.0 | 2.0 | 48,8962100 | 2,4701200 | 1 | 3.0 | 10.0 | 0.0 | 1.0 | 2.0 | 1.0 | 2.0 | 1.0 | 70 |
| 3 | 201900000002 | 138306523 | A01 | 1 | 1 | 4 | 2 | 1.0 | 1.0 | 7 | Other | 0.0 | 1.0 | Other | 11 | 3 | Ile de france | 1 | 1 | 1.0 | 6.0 | 48,9307000 | 2,3688000 | 1 | 1.0 | 2.0 | 0.0 | 4.0 | 2.0 | 1.0 | 0.0 | 1.0 | 70 |
| 4 | 201900000003 | 138306520 | A01 | 1 | 1 | 1 | 1 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 1.0 | 2.0 | 11 | 1 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,9358718 | 2,3191744 | 1 | 3.0 | 8.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 90 |
| 5 | 201900000003 | 138306520 | A01 | 2 | 2 | 4 | 2 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 1.0 | 2.0 | 11 | 1 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,9358718 | 2,3191744 | 1 | 3.0 | 8.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 90 |
| 6 | 201900000003 | 138306521 | B01 | 1 | 1 | 4 | 1 | 1.0 | 1.0 | 7 | Other | 0.0 | 4.0 | 2.0 | 11 | 1 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,9358718 | 2,3191744 | 1 | 3.0 | 8.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 90 |
| 7 | 201900000003 | 138306522 | C01 | 1 | 1 | 1 | 1 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 4.0 | Other | 11 | 1 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,9358718 | 2,3191744 | 1 | 3.0 | 8.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 90 |
| 8 | 201900000004 | 138306517 | A01 | 1 | 1 | 1 | 1 | 1.0 | 2.0 | 7 | 0.0 | 2.0 | 4.0 | Other | 11 | 5 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,8173295 | 2,4281502 | 1 | 3.0 | 5.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 90 |
| 9 | 201900000004 | 138306518 | B01 | 1 | 1 | 1 | 1 | 1.0 | 2.0 | 7 | 0.0 | 2.0 | 4.0 | Other | 11 | 5 | Ile de france | 1 | 1 | 1.0 | 4.0 | 48,8173295 | 2,4281502 | 1 | 3.0 | 5.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 90 |
Last rows
| Num_Acc | id_vehicule | num_veh | place | catu | grav | sexe | secu1 | senc | catv | obs | obsm | choc | manv | mois | lum | dep | agg | int | atm | col | lat | long | catr | circ | nbv | vosp | prof | plan | surf | infra | situ | vma | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130054 | 201900058836 | 137982136 | B01 | 1 | 1 | 4 | 1 | 1.0 | 2.0 | 7 | 0.0 | 2.0 | Other | Other | 11 | 1 | Other | 1 | 1 | 5.0 | 2.0 | 45,6666600 | 5,0561200 | 1 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 2.0 | 3.0 | 1.0 | 130 |
| 130055 | 201900058836 | 137982137 | A01 | 1 | 1 | 4 | 1 | 1.0 | 2.0 | 7 | Other | 2.0 | 1.0 | Other | 11 | 1 | Other | 1 | 1 | 5.0 | 2.0 | 45,6666600 | 5,0561200 | 1 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 2.0 | 3.0 | 1.0 | 130 |
| 130056 | 201900058836 | 137982137 | A01 | 2 | 2 | 4 | 1 | 1.0 | 2.0 | 7 | Other | 2.0 | 1.0 | Other | 11 | 1 | Other | 1 | 1 | 5.0 | 2.0 | 45,6666600 | 5,0561200 | 1 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 2.0 | 3.0 | 1.0 | 130 |
| 130057 | 201900058837 | 137982133 | A01 | 1 | 1 | 1 | 2 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 4.0 | 2.0 | 11 | 1 | Other | 1 | 1 | 8.0 | 4.0 | 48,5769000 | 7,7269000 | 1 | 1.0 | 2.0 | 0.0 | 1.0 | 1.0 | 2.0 | 0.0 | 1.0 | 90 |
| 130058 | 201900058837 | 137982134 | B01 | 1 | 1 | 4 | 1 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 1.0 | 2.0 | 11 | 1 | Other | 1 | 1 | 8.0 | 4.0 | 48,5769000 | 7,7269000 | 1 | 1.0 | 2.0 | 0.0 | 1.0 | 1.0 | 2.0 | 0.0 | 1.0 | 90 |
| 130059 | 201900058837 | 137982135 | C01 | 1 | 1 | 4 | 2 | 1.0 | 1.0 | 7 | 0.0 | 2.0 | 1.0 | 2.0 | 11 | 1 | Other | 1 | 1 | 8.0 | 4.0 | 48,5769000 | 7,7269000 | 1 | 1.0 | 2.0 | 0.0 | 1.0 | 1.0 | 2.0 | 0.0 | 1.0 | 90 |
| 130060 | 201900058838 | 137982132 | A01 | 1 | 1 | 4 | 1 | 1.0 | 2.0 | 7 | Other | 0.0 | 1.0 | Other | 11 | Other | Ile de france | 1 | 1 | 1.0 | 6.0 | 48,7717000 | 2,3457600 | 1 | 3.0 | 3.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 90 |
| 130061 | 201900058839 | 137982131 | A01 | 1 | 1 | 3 | 1 | 2.0 | 2.0 | 33 | 0.0 | 0.0 | Other | 1.0 | 11 | 1 | Ile de france | 1 | 1 | 1.0 | 7.0 | 48,7772890 | 2,2237590 | 1 | 1.0 | 1.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 50 |
| 130062 | 201900058840 | 137982129 | B01 | 1 | 1 | 4 | 1 | 1.0 | 1.0 | 10 | 0.0 | 2.0 | 4.0 | Other | 11 | 3 | Ile de france | 1 | 1 | 1.0 | 2.0 | 48,8351236 | 2,1751101 | 1 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 2.0 | 110 |
| 130063 | 201900058840 | 137982130 | A01 | 1 | 1 | 1 | 1 | 1.0 | 1.0 | 10 | 0.0 | 2.0 | 1.0 | Other | 11 | 3 | Ile de france | 1 | 1 | 1.0 | 2.0 | 48,8351236 | 2,1751101 | 1 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 2.0 | 110 |
Most frequently occurring
| Num_Acc | id_vehicule | num_veh | place | catu | grav | sexe | secu1 | senc | catv | obs | obsm | choc | manv | mois | lum | dep | agg | int | atm | col | lat | long | catr | circ | nbv | vosp | prof | plan | surf | infra | situ | vma | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 710 | 201900027084 | 138255393 | A01 | 10 | 3 | 4 | 2 | 8.0 | 2.0 | 10 | Other | 1.0 | 2.0 | Other | 3 | 5 | Other | 2 | 1 | 2.0 | 6.0 | 15,9935700 | -61,7250900 | 4 | 2.0 | 2.0 | 0.0 | 2.0 | 1.0 | 2.0 | 0.0 | 1.0 | 50 | 13 |
| 716 | 201900027368 | 138254819 | A01 | Other | 2 | 1 | 1 | 0.0 | 3.0 | Other | Other | 0.0 | Other | Other | 11 | 1 | Other | 1 | 1 | 8.0 | 6.0 | 44,3164450 | 1,7155020 | 9 | 2.0 | 2.0 | 0.0 | 2.0 | 2.0 | 1.0 | 0.0 | 3.0 | 50 | 12 |
| 1451 | 201900054644 | 138203344 | B01 | Other | 2 | 4 | 2 | 8.0 | 0.0 | Other | 0.0 | 2.0 | 1.0 | 1.0 | 12 | 1 | Ile de france | 2 | 1 | 1.0 | 1.0 | 48,7597300 | 2,3467600 | 9 | 2.0 | 2.0 | 3.0 | 1.0 | 3.0 | 7.0 | 2.0 | 1.0 | 50 | 12 |
| 72 | 201900003323 | 138300270 | A01 | Other | 2 | 1 | 1 | 1.0 | 1.0 | Other | 0.0 | 2.0 | 3.0 | Other | 6 | 1 | Other | 1 | 1 | 8.0 | 1.0 | 45,2339207 | 1,4252776 | 3 | 2.0 | 2.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 90 | 11 |
| 1143 | 201900043950 | 138223560 | B01 | Other | 2 | 4 | 2 | 8.0 | 2.0 | Other | 0.0 | 2.0 | 3.0 | 15.0 | 6 | 1 | Other | 2 | 6 | 1.0 | 6.0 | 14,6140500 | -61,0518100 | 1 | 2.0 | 4.0 | 3.0 | 1.0 | 1.0 | 1.0 | 3.0 | 1.0 | 50 | 10 |
| 1329 | 201900049861 | 138212361 | B01 | Other | 2 | 1 | 2 | 1.0 | 1.0 | Other | 0.0 | 2.0 | 3.0 | 1.0 | 1 | 1 | Other | 1 | 1 | 1.0 | 1.0 | 46,4234386 | 3,9769152 | 3 | 2.0 | 2.0 | 0.0 | 1.0 | 3.0 | 1.0 | 0.0 | 1.0 | 80 | 10 |
| 556 | 201900021572 | 138266054 | A01 | Other | 2 | 4 | 2 | 8.0 | 1.0 | Other | Other | 0.0 | 3.0 | 1.0 | 8 | 1 | Other | 1 | 1 | 1.0 | 6.0 | 44,3003300 | 3,3135880 | 3 | 2.0 | 2.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 3.0 | 80 | 9 |
| 709 | 201900027084 | 138255393 | A01 | 10 | 3 | 4 | 1 | 8.0 | 2.0 | 10 | Other | 1.0 | 2.0 | Other | 3 | 5 | Other | 2 | 1 | 2.0 | 6.0 | 15,9935700 | -61,7250900 | 4 | 2.0 | 2.0 | 0.0 | 2.0 | 1.0 | 2.0 | 0.0 | 1.0 | 50 | 9 |
| 555 | 201900021572 | 138266054 | A01 | Other | 2 | 4 | 1 | 8.0 | 1.0 | Other | Other | 0.0 | 3.0 | 1.0 | 8 | 1 | Other | 1 | 1 | 1.0 | 6.0 | 44,3003300 | 3,3135880 | 3 | 2.0 | 2.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 3.0 | 80 | 8 |
| 1009 | 201900039069 | 138232653 | B01 | Other | 2 | 1 | 2 | 1.0 | 2.0 | Other | 0.0 | 0.0 | 4.0 | 2.0 | 1 | 5 | Other | 1 | 1 | 2.0 | 2.0 | 43,5424790 | 3,7893000 | 1 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 2.0 | 3.0 | 1.0 | 30 | 8 |